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OverviewThis graduate textbook presents fundamentals, applications and evaluation of image segregation, unit description, feature measurement and pattern recognition. Analysis on textile, shape and motion are discussed and mathematical tools are employed extensively. Rich in examples and excises, it prepares electrical engineering and computer science students with knowledge and skills for further studies on image understanding. Full Product DetailsAuthor: Tsinghua University Press , Yujin ZhangPublisher: De Gruyter Imprint: De Gruyter Dimensions: Width: 17.00cm , Height: 1.70cm , Length: 24.00cm Weight: 0.596kg ISBN: 9783110520330ISBN 10: 3110520338 Pages: 310 Publication Date: 07 August 2017 Audience: Professional and scholarly , Professional & Vocational , Professional & Vocational Format: Paperback Publisher's Status: Active Availability: In stock  We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately. Table of ContentsTable of Content: Chapter 1 Image Segmentation 1.1 Definition and Classification 1.2 Basic Technique Groups 1.3 Extension and Generation 1.4 Segmentation Evaluation 1.5 Summary Problems, Further Reading Chapter 2 Object Representation and Description 2.1 Classification of Representation and Description 2.2 Boundary-Based Representation 2.3 Region-Based Representation 2.4 Transform-Based Representation 2.5 Descriptors for Boundary 2.6 Descriptors for Region 2.7 Summary Problems, Further Reading Chapter 3 Feature Measurement and Error Analysis 3.1 Direct and Indirect Measurements 3.2 Accuracy and Precision 3.3 Two Types of Connectivity 3.4 Feature Measurement Error 3.5 Error Analysis 3.6 Summary Problems, Further Reading Chapter 4 Texture Analysis 4.1 Concepts and Classification 4.2 Statistical Approaches 4.3 Structural Approaches 4.4 Spectral Approaches 4.5 Texture Categorization 4.6 Texture Segmentation 4.7 Summary Problems, Further Reading Chapter 5 Shape Analysis 5.1 Definitions and Tasks 5.2 Different Classes of 2-D Shapes 5.3 Shape Property Description 5.4 Technique Based Descriptors 5.5 Wavelet Boundary Descriptors 5.6 Fractal Geometry 5.7 Summary Problems, Further ReadingReviewsSehr gut zur Vertiefung geeignet. Prof. Dr. G nther G rz, Friedrich-Alexander-Universit t Erlangen-N rnberg Sehr gut zur Vertiefung geeignet. Prof. Dr. Gunther Goerz, Friedrich-Alexander-Universitat Erlangen-Nurnberg Sehr gut zur Vertiefung geeignet. Prof. Dr. Gunther Goerz, Friedrich-Alexander-Universitat Erlangen-Nurnberg Sehr gut zur Vertiefung geeignet. Prof. Dr. Gunther Goerz, Friedrich-Alexander-Universitat Erlangen-Nurnberg Author InformationYujin Zhang, Tsinghua University, Beijing, China Tab Content 6Author Website:Countries AvailableAll regions |
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